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Online Updating of Word Representations for Part-of-Speech Tagging

Published 2 Apr 2016 in cs.CL | (1604.00502v1)

Abstract: We propose online unsupervised domain adaptation (DA), which is performed incrementally as data comes in and is applicable when batch DA is not possible. In a part-of-speech (POS) tagging evaluation, we find that online unsupervised DA performs as well as batch DA.

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